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Our Salesforce Exam Questions greatly help Salesforce Certified Data Architect (Data-Architect) exam candidates in their preparation. Our Salesforce Data-Architect practice questions are designed and verified by prominent and qualified Salesforce Certified Data Architect (Data-Architect) exam dumps preparation experts. The qualified Salesforce Certified Data Architect (Data-Architect) exam questions preparation experts strive hard and put all their expertise to ensure the top standard and relevancy of Data-Architect exam dumps topics.

Salesforce Data-Architect Exam Syllabus Topics:

SectionObjectives
Topic 1: Large Data Volume and Performance- Scalability considerations
  • 1. Indexing and query optimization
    • 2. Bulk data processing strategies
      Topic 2: Data Modeling and Database Design- Data modeling concepts
      • 1. Normalization and denormalization strategies
        • 2. Relational vs. non-relational data design
          - Salesforce data model design
          • 1. Standard and custom objects usage
            • 2. Schema design for scalability
              Topic 3: Data Governance and Management- Security and compliance
              • 1. Regulatory compliance considerations
                • 2. Data access controls
                  - Data quality management
                  • 1. Data validation rules
                    • 2. Deduplication strategies
                      Topic 4: Data Integration- Integration patterns
                      • 1. ETL vs real-time integration
                        • 2. API-based integration strategies
                          - Salesforce integration tools
                          • 1. MuleSoft and REST/SOAP APIs
                            • 2. Platform events and change data capture
                              Topic 5: Master Data Management (MDM)- MDM architecture
                              • 1. Data synchronization approaches
                                • 2. Golden record design

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                                  Salesforce Certified Data Architect Sample Questions (Q259-Q264):

                                  NEW QUESTION # 259
                                  A customer wants to maintain geographic location information including latitude and longitude in a custom object. What would a data architect recommend to satisfy this requirement?

                                  Answer: B


                                  NEW QUESTION # 260
                                  DreamHouse Realty has a data model as shown in the image. The Project object has a private sharing model, and it has Roll-Up summary fields to calculate the number of resources assigned to the project, total hours for the project, and the number of work items associated to the project.
                                  There will be a large amount of time entry records to be loaded regularly from an external system into Salesforce.

                                  What should the Architect consider in this situation?

                                  Answer: B


                                  NEW QUESTION # 261
                                  Universal Containers has millions of rows of data in Salesforce that are being used in reports to evaluate historical trends. Performance has become an issue, as well as data storage limits. Which two strategies should be recommended when talking with stakeholders?

                                  Answer: C,D

                                  Explanation:
                                  Using scheduled batch Apex to copy aggregate information into a custom object and delete the original records can improve the performance and reduce the data storage limits by removing unnecessary data and keeping only the summary data that is needed for reporting. Configuring the Salesforce Archiving feature to archive older records and remove them from the data storage limits can also help with performance and storage issues by moving historical data to a separate system that is still accessible but does not affect the operational data


                                  NEW QUESTION # 262
                                  Universal Containers has deployed Salesforce for case management The company is having difficulty understanding what percentage of cases are resolved from the initial call to their support organization. What first step is recommended to implement a reporting solution to measure the support reps case closure rates?

                                  Answer: B

                                  Explanation:
                                  Enabling field history tracking on the Case object is the first step to implement a reporting solution to measure the support reps case closure rates. Field history tracking allows you to track changes to certain fields on the Case object, such as Status, Owner, or Priority. You can then create reports based on the field history data to analyze how long it took to close a case, how many times the case owner changed, or how many cases were escalated.


                                  NEW QUESTION # 263
                                  Universal Containers (UC) has a complex system landscape and is implementing a data governance program for the first time Which two first steps would be appropriate for UC to initiate an assessment of data architecture? Choose 2 answers

                                  Answer: B,C

                                  Explanation:
                                  Engaging with executive sponsorship to assess enterprise data strategy and goals, and engaging with business units and IT to assess current operational systems and data models are two first steps that would be appropriate for UC to initiate an assessment of data architecture. These steps will help to understand the current state of data management, the business needs and expectations, and the gaps and opportunities for improvement. Engaging with IT program managers to assess current velocity of projects in the pipeline, and engaging with database administrators to assess current database performance metrics are not relevant steps for assessing data architecture, as they are more related to project management and technical performance.


                                  NEW QUESTION # 264
                                  ......

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